Anargha/ArtLens1

该数据集主要用于艺术图像的分类任务，包含图像、艺术家和风格三个特征。艺术家特征涵盖了129位不同的艺术家，风格特征则包括27种不同的艺术风格。数据集仅包含一个训练集，共有81444个样本。

原始信息汇总

数据集概述

数据集特征

• image: 图像数据
• artist: 艺术家标签
  • 类别名称:
    • 0: Unknown Artist
    • 1: boris-kustodiev
    • 2: camille-pissarro
    • 3: childe-hassam
    • 4: claude-monet
    • 5: edgar-degas
    • 6: eugene-boudin
    • 7: gustave-dore
    • 8: ilya-repin
    • 9: ivan-aivazovsky
    • 10: ivan-shishkin
    • 11: john-singer-sargent
    • 12: marc-chagall
    • 13: martiros-saryan
    • 14: nicholas-roerich
    • 15: pablo-picasso
    • 16: paul-cezanne
    • 17: pierre-auguste-renoir
    • 18: pyotr-konchalovsky
    • 19: raphael-kirchner
    • 20: rembrandt
    • 21: salvador-dali
    • 22: vincent-van-gogh
    • 23: hieronymus-bosch
    • 24: leonardo-da-vinci
    • 25: albrecht-durer
    • 26: edouard-cortes
    • 27: sam-francis
    • 28: juan-gris
    • 29: lucas-cranach-the-elder
    • 30: paul-gauguin
    • 31: konstantin-makovsky
    • 32: egon-schiele
    • 33: thomas-eakins
    • 34: gustave-moreau
    • 35: francisco-goya
    • 36: edvard-munch
    • 37: henri-matisse
    • 38: fra-angelico
    • 39: maxime-maufra
    • 40: jan-matejko
    • 41: mstislav-dobuzhinsky
    • 42: alfred-sisley
    • 43: mary-cassatt
    • 44: gustave-loiseau
    • 45: fernando-botero
    • 46: zinaida-serebriakova
    • 47: georges-seurat
    • 48: isaac-levitan
    • 49: joaquã­n-sorolla
    • 50: jacek-malczewski
    • 51: berthe-morisot
    • 52: andy-warhol
    • 53: arkhip-kuindzhi
    • 54: niko-pirosmani
    • 55: james-tissot
    • 56: vasily-polenov
    • 57: valentin-serov
    • 58: pietro-perugino
    • 59: pierre-bonnard
    • 60: ferdinand-hodler
    • 61: bartolome-esteban-murillo
    • 62: giovanni-boldini
    • 63: henri-martin
    • 64: gustav-klimt
    • 65: vasily-perov
    • 66: odilon-redon
    • 67: tintoretto
    • 68: gene-davis
    • 69: raphael
    • 70: john-henry-twachtman
    • 71: henri-de-toulouse-lautrec
    • 72: antoine-blanchard
    • 73: david-burliuk
    • 74: camille-corot
    • 75: konstantin-korovin
    • 76: ivan-bilibin
    • 77: titian
    • 78: maurice-prendergast
    • 79: edouard-manet
    • 80: peter-paul-rubens
    • 81: aubrey-beardsley
    • 82: paolo-veronese
    • 83: joshua-reynolds
    • 84: kuzma-petrov-vodkin
    • 85: gustave-caillebotte
    • 86: lucian-freud
    • 87: michelangelo
    • 88: dante-gabriel-rossetti
    • 89: felix-vallotton
    • 90: nikolay-bogdanov-belsky
    • 91: georges-braque
    • 92: vasily-surikov
    • 93: fernand-leger
    • 94: konstantin-somov
    • 95: katsushika-hokusai
    • 96: sir-lawrence-alma-tadema
    • 97: vasily-vereshchagin
    • 98: ernst-ludwig-kirchner
    • 99: mikhail-vrubel
    • 100: orest-kiprensky
    • 101: william-merritt-chase
    • 102: aleksey-savrasov
    • 103: hans-memling
    • 104: amedeo-modigliani
    • 105: ivan-kramskoy
    • 106: utagawa-kuniyoshi
    • 107: gustave-courbet
    • 108: william-turner
    • 109: theo-van-rysselberghe
    • 110: joseph-wright
    • 111: edward-burne-jones
    • 112: koloman-moser
    • 113: viktor-vasnetsov
    • 114: anthony-van-dyck
    • 115: raoul-dufy
    • 116: frans-hals
    • 117: hans-holbein-the-younger
    • 118: ilya-mashkov
    • 119: henri-fantin-latour
    • 120: m.c.-escher
    • 121: el-greco
    • 122: mikalojus-ciurlionis
    • 123: james-mcneill-whistler
    • 124: karl-bryullov
    • 125: jacob-jordaens
    • 126: thomas-gainsborough
    • 127: eugene-delacroix
    • 128: canaletto
• genre: 艺术流派标签
  • 类别名称:
    • 0: abstract_painting
    • 1: cityscape
    • 2: genre_painting
    • 3: illustration
    • 4: landscape
    • 5: nude_painting
    • 6: portrait
    • 7: religious_painting
    • 8: sketch_and_study
    • 9: still_life
    • 10: Unknown Genre
• style: 艺术风格标签
  • 类别名称:
    • 0: Abstract_Expressionism
    • 1: Action_painting
    • 2: Analytical_Cubism
    • 3: Art_Nouveau
    • 4: Baroque
    • 5: Color_Field_Painting
    • 6: Contemporary_Realism
    • 7: Cubism
    • 8: Early_Renaissance
    • 9: Expressionism
    • 10: Fauvism
    • 11: High_Renaissance
    • 12: Impressionism
    • 13: Mannerism_Late_Renaissance
    • 14: Minimalism
    • 15: Naive_Art_Primitivism
    • 16: New_Realism
    • 17: Northern_Renaissance
    • 18: Pointillism
    • 19: Pop_Art
    • 20: Post_Impressionism
    • 21: Realism
    • 22: Rococo
    • 23: Romanticism
    • 24: Symbolism
    • 25: Synthetic_Cubism
    • 26: Ukiyo_e

数据集划分

• train: 训练集
  • 样本数量: 81444
  • 数据大小: 33757987772.5 字节

数据集大小

• 下载大小: 33742820806 字节
• 数据集总大小: 33757987772.5 字节

配置

• config_name: default
  • 数据文件路径: data/train-*